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Alexandros Kouris
Alexandros Kouris
Samsung AI Center, Cambridge; Imperial College London
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Toolflows for mapping convolutional neural networks on FPGAs: A survey and future directions
SI Venieris, A Kouris, CS Bouganis
ACM Computing Surveys (CSUR) 51 (3), 2018
2612018
Adaptive inference through early-exit networks: Design, challenges and directions
S Laskaridis, A Kouris, ND Lane
International Workshop on Embedded and Mobile Deep Learning (EMDL), 2021, 2021
912021
Learning to Fly by MySelf: A Self-Supervised CNN-based Approach for Autonomous Navigation
A Kouris, CS Bouganis
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, 2018
902018
Cascade CNN: Pushing the performance limits of quantisation
A Kouris, SI Venieris, CS Bouganis
Conference on Systems and Machine Learning (SysML), 2018, 2018
49*2018
CascadeCNN: Pushing the Performance Limits of Quantisation in Convolutional Neural Networks
A Kouris, SI Venieris, CS Bouganis
IEEE International Conference on Field Programmable Logic and Applications …, 2018
482018
A frequency domain approach for contact type distinction in human–robot collaboration
A Kouris, F Dimeas, N Aspragathos
IEEE Robotics and Automation Letters (RA-L) 3 (2), 2018
442018
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design
H Fan, T Chau, SI Venieris, R Lee, A Kouris, W Luk, ND Lane, ...
IEEE/ACM International Symposium on Microarchitecture (MICRO), 2022, 2022
352022
Multi-Exit Semantic Segmentation Networks
A Kouris, SI Venieris, S Laskaridis, ND Lane
European Conference on Computer Vision (ECCV), 2022, 2022
342022
Approximate FPGA-based LSTMs under computation time constraints
M Rizakis, SI Venieris, A Kouris, CS Bouganis
International Symposium on Applied Reconfigurable Computing (ARC), 2018, 2018
342018
Informed Region Selection for Efficient UAV-based Object Detectors: Altitude-aware Vehicle Detection with CyCAR Dataset
A Kouris, C Kyrkou, CS Bouganis
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, 2019
252019
A direct tridiagonal solver based on Givens rotations for GPU architectures
IE Venetis, A Kouris, A Sobczyk, E Gallopoulos, AH Sameh
Parallel Computing 49, 2015
232015
Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars
A Kouris, SI Venieris, M Rizakis, CS Bouganis
IEEE Consumer Electronics Magazine 9 (4), 2020
202020
Contact distinction in human-robot cooperation with admittance control
A Kouris, F Dimeas, N Aspragathos
Systems, Man, and Cybernetics (SMC), 2016 IEEE International Conference on …, 2016
202016
A throughput-latency co-optimised cascade of convolutional neural network classifiers
A Kouris, S Venieris, CS Bouganis
Design, Automation and Test in Europe Conference (DATE 2020), 2020
152020
Deploying deep neural networks in the embedded space
SI Venieris, A Kouris, CS Bouganis
International Workshop on Embedded and Mobile Deep Learning (EMDL), 2018, 2018
122018
Control of a line following robot based on FSM estimation
A Toumpa, A Kouris, F Dimeas, N Aspragathos
IFAC Symposium on Robot Control (SYROCO), 2018 51 (22), 2018
102018
A general tridiagonal solver for coprocessors: Adapting g-Spike for the Intel Xeon Phi
IE Venetis, A Sobczyk, A Kouris, A Nakos, N Nikoloutsakos, E Gallopoulos
Parallel Computing: On the Road to Exascale, 371-380, 2016
72016
The future of consumer edge-ai computing
S Laskaridis, SI Venieris, A Kouris, R Li, ND Lane
IEEE Pervasive Computing, 2024
52024
Fluid Batching: Exit-Aware Preemptive Serving of Early-Exit Neural Networks on Edge NPUs
A Kouris, SI Venieris, S Laskaridis, ND Lane
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2023, 2023
52023
Towards Efficient On-Board Deployment of DNNs on Intelligent Autonomous Systems
A Kouris, SI Venieris, CS Bouganis
IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 2019, 2019
52019
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Articles 1–20